Life-cycle assessment in mining and mineral processing: A bibliometric overview

Roberto Soto-Vázquez

Green and Smart Mining Engineering ›› 2025, Vol. 2 ›› Issue (1) : 73 -83.

PDF (3560KB)
Green and Smart Mining Engineering ›› 2025, Vol. 2 ›› Issue (1) :73 -83. DOI: 10.1016/j.gsme.2025.02.001
research-article
Life-cycle assessment in mining and mineral processing: A bibliometric overview
Author information +
History +
PDF (3560KB)

Abstract

Mining and mineral processing have major environmental impacts that must be assessed and mitigated. A fundamental tool in this context is life-cycle assessment (LCA), a methodology designed to quantify the environmental impacts associated with products, services, or processes. This article presents a bibliometric analysis of LCA research in the mining industry to provide an overview of the development of this field. The methodology consisted of three steps: (1) searching for publications on the Web of Science, (2) screening documents, and (3) conducting data analyses using the Bibliometrix software package. Consequently, 63 papers published between 2000 and 2024 were identified, including original articles, review articles, conference proceedings, and book chapters. The Commonwealth Scientific and Industrial Research Organisation and Australia are the institution and country with the most publications, and Minerals Engineering is the most prominent journal in this field. It was also found that LCA has been applied to diverse mining–metallurgical processes, extraction of various metals and minerals, consumption of natural resources, evaluation of machinery and fuels, and waste management. The application of LCA in mining is still limited owing to the lack of uniformity in methodology and the paucity of data for the mining–metallurgical sector; therefore, these obstacles must be addressed in future research.

Keywords

Environmental impacts / Mining / Mineral processing / Extractive metallurgy / Life-cycle assessment / Sustainability

Cite this article

Download citation ▾
Roberto Soto-Vázquez. Life-cycle assessment in mining and mineral processing: A bibliometric overview. Green and Smart Mining Engineering, 2025, 2 (1) : 73-83 DOI:10.1016/j.gsme.2025.02.001

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

R.K. Jain, Z. “Cindy” Cui, J.K. Domen, Chapter 4-Environmental Impacts of Mining, in: R.K. Jain, Z. “Cindy” Cui, J.K. Domen (Eds.), Environmental Impact of Mining and Mineral Processing, Butterworth-Heinemann, Boston, 2016, pp. 53-157.

[2]

A. Fugiel, D. Burchart-Korol, K. Czaplicka-Kolarz, A. Smoliński, Environmental impact and damage categories caused by air pollution emissions from mining and quarrying sectors of European countries, J. Clean. Prod. 143 (2017) 159-168.

[3]

M.K. Ghose, S.R. Majee, Sources of air pollution due to coal mining and their impacts in Jharia coalfield, Environ. Int. 26 (1-2) (2000) 81-85.

[4]

P. Mwaanga, M. Silondwa, G. Kasali, P.M. Banda, Preliminary review of mine air pollution in Zambia, Heliyon 5 (9) (2019) e02485.

[5]

A. Punia, S.K. Singh, Chapter 1-Contamination of water resources in the mining region, in: A. Ahamad, S.I. Siddiqui, P. Singh (Eds.), Contamination of Water, Academic Press, 2021, pp. 3-17.

[6]

S.A. Northey, G.M. Mudd, E. Saarivuori, H. Wessman-Jääskeläinen, N. Haque, Water footprinting and mining: Where are the limitations and opportunities? J. Clean. Prod. 135 (2016) 1098-1116.

[7]

M. Sengupta, Mining and the Environment, Environmental Impacts of Mining, Second ed., CRC Press, 2021, pp. 1-30.

[8]

P.J.C. Favas, S.K. Sarkar, M.N.V. Prasad, Chapter 17- Acid mine drainage: Environmental impact, resource recovery, and prevention, mitigation, and treatment, in: M.N. Vara Prasad (Ed.), Environ. Mater. Waste, Second ed., Elsevier, 2024, pp. 571-609.

[9]

M. Rodríguez-Galán, F.M. Baena-Moreno, S. Vázquez, F. Arroyo-Torralvo, L.F. Vilches, Z.E. Zhang, Remediation of acid mine drainage, Environ. Chem. Lett. 17 (4) (2019) 1529-1538.

[10]

G.S. Simate, S. Ndlovu, Acid mine drainage: challenges and opportunities, J. Environ. Chem. Eng. 2 (3) (2014) 1785-1803.

[11]

P.K. Rai, S.S. Lee, M. Zhang, Y.F. Tsang, K.H. Kim, Heavy metals in food crops: Health risks, fate, mechanisms, and management, Environ. Int. 125 (2019) 365-385.

[12]

F.G. Bell, T.R. Stacey, D.D. Genske, Mining subsidence and its effect on the environment: Some differing examples, Environ. Geol. 40 (1) (2000) 135-152.

[13]

A.S. Worlanyo, J.F. Li, Evaluating the environmental and economic impact of mining for post-mined land restoration and land-use: A review, J. Environ. Manag. 279 (2021) 111623.

[14]

L.L. Zhou, Towards sustainability in mineral resources, Ore Geol. Rev. 160 (2023) 105600.

[15]

M. Liu, G.Y. Zhu, Y.J. Tian, The historical evolution and research trends of life cycle assessment, Green Carbon 2 (4) (2024) 425-437.

[16]

R.A. Hodge, Mining and Sustainability, in: P. Darling (Ed.), SME Mining Engineering Handbook, 3rd ed., Society for Mining, Metallurgy, and Exploration, Inc. (SME), 2011, pp. 1665-1688.

[17]

N. Haque, Life cycle assessment for the mining and metallurgical industries: Issues and challenges, in: C. Iloeje, S. Alam, D.P. Guillen, F. Tesfaye, L. Zhang, S.A.C. Hockaday, N.R. Neelameggham, H. Peng, N. Haque, O. Yücel, A.A. Baba (Eds.), Energy Technology 2024, Springer, Cham, 2024, pp. 139-151.

[18]

M.F. Ashby, The materials life cycle, Materials and the Environment Eco-Informed Material Choice, 3rd ed., Butterworth-Heinemann, 2021, pp. 41-64.

[19]

A. Hachim, H. Abdellaoui, I. Mouallif, 22-Life cycle assessment of synthetic fibers and their composites, in: S.M. Rangappa, V. Ayyappan, G. Manik, S. Siengchin (Eds.), Synthetic and Mineral Fibers, Their Composites and Applications, Woodhead Publishing, 2024, pp. 617-630.

[20]

Y. He, G. Chen, A. Abudula, G. Guan, Chapter 15-Life cycle assessment of batteries, in: A.B. Gueye, H.J. Maria, N. Kalarikkal, M. Fall, A.M. Stephan, S. Thomas (Eds.), Nanostructured Materials Engineering and Characterization for Battery Applications, Elsevier, 2024, pp. 491-509.

[21]

S.N. Pati, Life Cycle Assessment: Future Challenges, first ed., CRC Press, Boca Raton, 2022.

[22]

J.V. Ros-Lis, M. Benitez, Chapter 25-Recent advances in life cycle assessment of nanomaterials for packaging applications, in: J. Jacob, I. Cacciotti, S. Thomas (Eds.), Nanostructured Materials for Food Packaging Applications, Elsevier, 2024, pp. 629-649.

[23]

N. Taubert, 1.2 Institutionalization and Professionalization of Bibliometrics, in: R. Ball (Ed.), Handbook Bibliometrics, De Gruyter Saur, 2020, pp. 19-26.

[24]

R. Soto-Vázquez, E. Záyago Lau, L.A. Maldonado López, Nanomedicina para enfrentar la pandemia de COVID-19: un análisis bibliométrico de las publicaciones de Web of Science con la herramienta Bibliometrix de R. 〈 http://scielo.sld.cu/scielo.php?script=sci_abstract&pid=S2307-21132022000100018&lng=es&nrm=iso&tlng=es〉 (Accessed November 17, 2024).

[25]

A. Klarin, How to conduct a bibliometric content analysis: Guidelines and contributions of content co-occurrence or co-word literature reviews, Int. J. Consum. Stud. 48 (2) (2024) e13031.

[26]

H. Derviş, Bibliometric analysis using bibliometrix an R package, J. Scientometr. Res. 8 (3) (2020) 156-160.

[27]

H.B. Chen, Y. Yang, Y. Yang, W. Jiang, J.C. Zhou, A bibliometric investigation of life cycle assessment research in the web of science databases, Int. J. Life Cycle Assess. 19 (10) (2014) 1674-1685.

[28]

X.R. He, D.J. Yu, Research trends in life cycle assessment research: A 20-year bibliometric analysis (1999-2018), Environ. Impact Assess. Rev. 85 (2020) 106461.

[29]

Q. Hou, G.Z. Mao, L. Zhao, H.B. Du, J. Zuo, Mapping the scientific research on life cycle assessment: A bibliometric analysis, Int. J. Life Cycle Assess. 20 (4) (2015) 541-555.

[30]

B. Moutik, J. Summerscales, J. Graham-Jones, R. Pemberton, Life cycle assessment research trends and implications: A bibliometric analysis, Sustainability 15 (18) (2023) 13408.

[31]

A. Mio, M. Fermeglia, C. Favi, A critical review and normalization of the life cycle assessment outcomes in the naval sector. Bibliometric analysis and characteristics of the studies, J. Clean. Prod. 371 (2022) 133268.

[32]

Y. Yılmaz, S. Seyis, Mapping the scientific research of the life cycle assessment in the construction industry: A scientometric analysis, Build. Environ. 204 (2021) 108086.

[33]

A. Yadav, R. Agrawal, R.K. Garg, A. Sachdeva, Research progress in life cycle assessment for sustainable manufacturing industries: A bibliometric analysis, IOP Conf. Ser. Mater. Sci. Eng. 1259 (1) (2022) 012035.

[34]

K. Awuah-Offei, A. Adekpedjou, Application of life cycle assessment in the mining industry, Int. J. Life Cycle Assess. 16 (1) (2011) 82-89.

[35]

S.H. Farjana, N. Huda, M.A. Parvez Mahmud, R. Saidur, A review on the impact of mining and mineral processing industries through life cycle assessment, J. Clean. Prod. 231 (2019) 1200-1217.

[36]

S.H. Farjana, M.A.P. Mahmud, N. Huda, Chapter 2-Life cycle assessment in mining industries, in: S.H. Farjana, M.A.P. Mahmud, N. Huda (Eds.), Life Cycle Assessment for Sustainable Mining, Elsevier, 2021, pp. 15-59.

[37]

J. Segura-Salazar, F.M. Lima, L.M. Tavares, Life cycle assessment in the minerals industry: Current practice, harmonization efforts, and potential improvement through the integration with process simulation, J. Clean. Prod. 232 (2019) 174-192.

[38]

S. Rachid, Y. Taha, M. Benzaazoua, Environmental evaluation of metals and minerals production based on a life cycle assessment approach: A systematic review, Miner. Eng. 198 (2023) 108076.

[39]

M.Z. Bin Amiruddin, A. Samsudin, A. Suhandi, B. Coştu, B.K. Prahani, Scientific mapping and trend of conceptual change: A bibliometric analysis, Soc. Sci. Humanit. Open 11 (2025) 101208.

[40]

C. Birkle, D.A. Pendlebury, J. Schnell, J. Adams, Web of Science as a data source for research on scientific and scholarly activity, Quant. Sci. Stud. 1 (1) (2020) 363-376.

[41]

Clarivate, Web of Science platform, (n.d.). 〈 https://clarivate.com/academia-government/scientific-and-academic-research/research-discovery-and-referencing/web-of-science/〉 (Accessed November 6, 2024).

[42]

E. Purssell, N. McCrae, Screening Search Results: A 1-2-3 Approach, in: E. Purssell, N. McCrae (Eds.), How to Perform a Systematic Literature Review, Springer, Cham, 2020, pp. 41-50.

[43]

M. Aria, C. Cuccurullo, Bibliometrix: An R-tool for comprehensive science mapping analysis, J. Informetr. 11 (4) (2017) 959-975.

[44]

A. Kemeç, A.T. Altınay, Sustainable energy research trend: A bibliometric analysis using VOSviewer, RStudio bibliometrix, and CiteSpace software tools, Sustainability 15 (4) (2023) 3618.

[45]

M.R. Gorman, D.A. Dzombak, A review of sustainable mining and resource management: Transitioning from the life cycle of the mine to the life cycle of the mineral, Resour. Conserv. Recycl. 137 (2018) 281-291.

[46]

M. Onifade, T. Zvarivadza, J.A. Adebisi, K.O. Said, O. Dayo-Olupona, A.I. Lawal, M. Khandelwal, Advancing toward sustainability: The emergence of green mining technologies and practices, Green Smart Min. Eng. 1 (2) (2024) 157-174.

[47]

F. Doulati Ardejani, S. Maghsoudy, M. Shahhosseini, B. Jodeiri Shokri, S. Doulati Ardejani, F. Shafaei, F. Amirkhani, Shiraz, A. Rajaee, Developing a conceptual framework of green mining strategy in coal mines: Integrating socio-economic, health, and environmental factors, J. Min. Environ. 13 (1) (2022) 101-115.

[48]

Statista, Production value of leading mining countries worldwide, Statista, 2024. 〈 https://www.statista.com/statistics/1114898/leading-mining-countries-worldwide-based-mineral-production-value/〉 (Accessed November 8, 2024).

[49]

R.K. Pan, K. Kaski, S. Fortunato, World citation and collaboration networks: Uncovering the role of geography in science, Sci. Rep. 2 (2012) 902.

[50]

CSIRO, Mineral Resources, Commonw. Sci. Ind. Res. Organ. CSIRO (n.d.). 〈 https://www.csiro.au/en/about/people/business-units/Mineral-Resources〉 (Accessed November 8, 2024).

[51]

Y.J. Shi, S.S. Guo, H. Wang, Q. Yao, D.M. Wang, J. Cheng, The top 100 highly cited articles on surgery-first orthognathic surgery between 2009 and 2022: A bibliometric and visualized analysis, Oral. Surg. Oral. Med. Oral. Pathol. Oral. Radiol. 137 (5) (2024) 463-475.

[52]

T. Norgate, S. Jahanshahi, Assessing the energy and greenhouse gas footprints of nickel laterite processing, Miner. Eng. 24 (7) (2011) 698-707.

[53]

T. Norgate, N. Haque, The greenhouse gas impact of IPCC and ore-sorting technologies, Miner. Eng. 42 (2013) 13-21.

[54]

M.N. Le, M.S. Lee, A review on hydrometallurgical processes for the recovery of valuable metals from spent catalysts and life cycle analysis perspective, Miner. Process. Extr. Metall. Rev. 42 (5) (2021) 335-354.

[55]

J.L. Broadhurst, M.C. Kunene, H. von Blottnitz, J.P. Franzidis, Life cycle assessment of the desulfurisation flotation process to prevent acid rock drainage: A base metal case study, Miner. Eng. 76 (2015) 126-134.

[56]

T.E. Norgate, W.J. Rankin, Life cycle assessment of copper and nickel production, in: Proceedings of MINPREX, 2000, pp. 133-138.

[57]

A.R. Alves, A. dos Reis Coutinho, Life cycle assessment of niobium: A mining and production case study in Brazil, Miner. Eng. 132 (2019) 275-283.

[58]

R. Pell, F. Wall, X.Y. Yan, J.H. Li, X.L. Zeng, Temporally explicit life cycle assessment as an environmental performance decision making tool in rare earth project development, Miner. Eng. 135 (2019) 64-73.

[59]

T. Norgate, S. Jahanshahi, Low grade ores-Smelt, leach or concentrate? Miner. Eng. 23 (2) (2010) 65-73.

[60]

L. Talens Peiró, G. Villalba Méndez, Material and energy requirement for rare earth production, JOM 65 (10) (2013) 1327-1340.

[61]

T. Norgate, S. Jahanshahi, Reducing the greenhouse gas footprint of primary metal production: Where should the focus be? Miner. Eng. 24 (14) (2011) 1563-1570.

[62]

Y.W. Ma, Z.Q. Wang, Y.D. Hu, Insight into Nrf2: A bibliometric and visual analysis from 2000 to 2022, Front. Genet. 14 (2023) 1266680.

[63]

L. Lelek, J. Kulczycka, Life cycle assessment of opencast lignite mining, Int. J. Coal Sci. Technol. 8 (6) (2021) 1272-1287.

[64]

K. Moreau, C. Laamanen, R. Bose, H. Shang, J.A. Scott, Life cycle assessment to demonstrate how automation improves the sustainability performance of an underground mining operation, J. Sustain. Min. 19 (3) (2020) 184-194.

[65]

K. Moreau, C. Laamanen, R. Bose, H. Shang, J.A. Scott, Environmental impact improvements due to introducing automation into underground copper mines, Int. J. Min. Sci. Technol. 31 (6) (2021) 1159-1167.

[66]

H. Lappalainen, M. Rinne, H. Elomaa, J. Aromaa, M. Lundström, Environmental impacts of lithium hydroxide monohydrate production from spodumene concentrate-A simulation-based life cycle assessment, Miner. Eng. 209 (2024) 108632.

[67]

H. Elomaa, L. Rintala, J. Aromaa, M. Lundström, Process simulation based life cycle assessment of cyanide-free refractory gold concentrate processing-Case study: Cupric chloride leaching, Miner. Eng. 157 (2020) 106559.

[68]

M. Rinne, H. Elomaa, S. Seisko, M. Lundstrom, Direct cupric chloride leaching of gold from refractory sulfide ore: Process simulation and life cycle assessment, Miner. Process. Extr. Met. Rev. 43 (5) (2022) 598-609.

[69]

A. Abadías Llamas, A. Valero Delgado, A. Valero Capilla, C. Torres Cuadra, M. Hultgren, M. Peltomäki, A. Roine, M. Stelter, M.A. Reuter, Simulation-based exergy, thermo-economic and environmental footprint analysis of primary copper production, Miner. Eng. 131 (2019) 51-65.

[70]

J.G.S. Robertson, MIM primary lead production: A life-cycle approach to identification and management of the environmental effects, Miner. Process. Extr. Metall. 110 (1) (2001) 33-42.

[71]

T.X. Nan, J.G. Yang, R. Aromaa-Stubb, Q. Zhu, H.B. He, M. Lundström, Extracting valuable metals from zinc sulfide concentrate: A comprehensive simulation-based life cycle assessment study of oxidative pressure leaching, Miner. Eng. 216 (2024) 108888.

[72]

J. Segura-Salazar, N. de, S.L. Santos, L.M. Tavares, Holistic pre-feasibility study of comminution routes for a Brazilian itabirite ore, Minerals 11 (8) (2021) 894.

[73]

S.C.T. Trang, T.E. Norgate, K.R. Vining, Environmental assessment of iron ore agglomeration processes, Australas. Inst. Min. Metall. Publ. Ser. (2006) 155-161.

[74]

J. Forbes, V. Blottnitz, P. Gaylard, Petrie, Environmental assessment of base metal processing: A nickel refining case study, J. South Afr. Inst. Min. Metall. 100 (2015) 347-353.

[75]

T.E. Norgate, V. Rajakumar, S. Trang, Titanium and other light metals: technology pathways to sustainable development, in: Proceedings of the Green Processing, 2004.

[76]

M. Rinne, H. Elomaa, M. Lundström, Flowsheet design and environmental impacts of cobalt co-product recovery from complex Au-Co ores, Miner. Eng. 204 (2023) 108444.

[77]

A. Çolak, B. Laratte, B. Elevli, S. Çoruh, Abiotic depletion of boron: An update characterization factors for CML 2002 and ReCiPe, Minerals 12 (4) (2022) 435.

[78]

B. Robertz, J. Verhelle, M. Schurmans, The primary and secondary production of germanium: A life-cycle assessment of different process alternatives, JOM 67 (2) (2015) 412-424.

[79]

P. Koltun, V. Klymenko, Cradle-to-gate life cycle assessment of the production of separated mix of rare earth oxides based on Australian production route, Min. Miner. Depos. 14 (2) (2020) 1-15.

[80]

J. Segura-Salazar, L.M. Tavares, A life cycle-based, sustainability-driven innovation approach in the minerals industry: Application to a large-scale granitic quarry in Rio de Janeiro, Miner. Eng. 172 (2021) 107149.

[81]

E. Guney, N. Demirel, Water footprint assessment of mining and processing of gold in Turkey, Int. J. Min. Reclam. Environ. 38 (5) (2024) 373-389.

[82]

D.J. Krunić, S. Vujić, M. Tanasijević, B. Dimitrijević, T. Šubaranović, S. Ilić, S. Maksimovic, Model approaches to life cycle assessment of auxiliary machines based on an example of a coal mine in Serbia, J. Min. Sci. 54 (3) (2018) 404-413.

[83]

A. Pacana, D. Siwiec, L. Sprinc, D. Krasnici, Simplified model supporting decision-making considering the criteria of sustainable development and life cycle assessment (LCA), Acta Montan. Slov. 28 (2) (2023) 408-423.

[84]

A. Kljucnikov, D. Siwiec, A. Pacana, J. Lacko, Life cycle assessment (LCA) of heavy vehicles used in the mining industry, Acta Montan. Slov. 28 (3) (2023) 553-565.

[85]

D. Siwiec, A. Pacana, M. Mikeska, Application of life cycle assessment (LCA) to analyze the environmental loads of heavy machinery components, Acta Montan. Slov. 29 (1) (2024) 138-144.

[86]

C.A. Laamanen, K. Moreau, S.M. Desjardins, S.H. McLean, J.A. Scott, The use of microalgal sourced biodiesel to help underground mines transition to battery electric vehicles, J. Sustain. Min. 21 (1) (2022) 2-14.

[87]

K.H. Cairncross, M. Tadie, Life cycle assessment as a design consideration for process development for value recovery from gold mine tailings, Miner. Eng. 183 (2022) 107588.

[88]

S.T. Ren, Y. Liu, G.F. Ren, Uncovering cleaner method for underground metal mining: Enterprise-level assessment for current and future energy consumption and carbon emission from life-cycle perspective, Minerals 11 (11) (2021) 1170.

[89]

K. Wang, Z. Zhang, L.Y. Zhu, X.Z. Yang, M. Chen, C. Yang, Comparative life cycle assessment of conventional and dry stack tailings disposal schemes: A case study in northern China, Minerals 12 (12) (2022) 1603.

[90]

S. Chevrel, A. Bourguignon, Application of optical remote sensing for monitoring environmental impacts of mining: From exploitation to postmining, in: N. Baghdadi, M. Zribi (Eds.), Land Surface Remote Sensing, Elsevier, 2016, pp. 191-220.

[91]

J. Demajorovic, V. Pisano, A.A.F. Pimenta, Reframing the social acceptance of mining projects: The contribution of social impact assessment in the Brazilian Amazon, Curr. Sociol. 72 (4) (2024) 649-671.

[92]

D.B. Agusdinata, W.J. Liu, S. Sulistyo, P. LeBillon, J. Wegner, Evaluating sustainability impacts of critical mineral extractions: Integration of life cycle sustainability assessment and SDGs frameworks, J. Ind. Ecol. 27 (3) (2023) 746-759.

[93]

A. Di Maria, M. Khoshkhoo, A. Sand, K. Van Acker, Towards sustainable resource valorization: A life cycle sustainability assessment of metals recovery from sulfidic mining residues in Sweden, Resour. Conserv. Recycl. 204 (2024) 107513.

[94]

Z.M. Konaré, D.D. Ajayi, S. Ba, A.K. Aremu, Application of life cycle sustainability assessment (LCSA) in the gold mining sector: A systematic review, Int. J. Life Cycle Assess. 28 (6) (2023) 684-703.

[95]

S.K. Springer, B.G. Peregovich, M. Schmidt, Capability of social life cycle assessment for analyzing the artisanal small-scale gold mining sector: Case study in the Amazonian rainforest in Brazil, Int. J. Life Cycle Assess. 25 (11) (2020) 2274-2289.

[96]

C. Saenz, Creating shared value strategies to reach the United Nations sustainable development goals: Evidence from the mining industry, Extr. Ind. Soc. 14 (2023) 101255.

[97]

B.N. Mvile, O.K. Bishoge, Mining and sustainable development goals in Africa, Resour. Policy 90 (2024) 104710.

PDF (3560KB)

0

Accesses

0

Citation

Detail

Sections
Recommended

/